Andrea Santilli
| Title | Published on | Year |
|---|---|---|
| Latent Autoregressive Source Separation | Proceedings of AAAI | 2023 |
| Multimodal Neural Databases | Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval | 2023 |
| Accelerating Transformer Inference for Translation via Parallel Decoding | Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) | 2023 |
| KERMITviz: Visualizing Neural Network Activations on Syntactic Trees | Communications in Computer and Information Science | 2022 |
| Multitask prompted training enables zero-shot task generalization | International Conference on Learning Representations | 2022 |
| PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts | Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: System Demonstrations | 2022 |
| Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models | TRANSACTIONS ON MACHINE LEARNING RESEARCH | 2022 |
| Pat-in-the-loop: Syntax-based neural networks with activation visualization and declarative control | CEUR Workshop Proceedings | 2020 |
| KERMIT: Complementing transformer architectures with encoders of explicit syntactic interpretations | EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference | 2020 |
| SyntNN at SemEval-2018 Task 2: Is Syntax Useful for Emoji Prediction? Embedding Syntactic Trees in Multi Layer Perceptrons | NAACL HLT 2018 - International Workshop on Semantic Evaluation, SemEval 2018 - Proceedings of the 12th Workshop | 2018 |
| A kernel-based approach for irony and sarcasm detection in Italian | CEUR Workshop Proceedings | 2018 |
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